aws-samples / awsome-distributed-trainingLinks
Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.
☆323Updated this week
Alternatives and similar repositories for awsome-distributed-training
Users that are interested in awsome-distributed-training are comparing it to the libraries listed below
Sorting:
- Foundation model benchmarking tool. Run any model on any AWS platform and benchmark for performance across instance type and serving stac…☆247Updated 3 months ago
- ☆108Updated this week
- ☆48Updated last week
- Example code for AWS Neuron SDK developers building inference and training applications☆148Updated last month
- Foundation Model Evaluations Library☆258Updated last week
- Hands-on workshop for distributed training and hosting on SageMaker☆143Updated this week
- Create, List, Update, Delete Amazon EKS clusters. Deploy and manage software on EKS. Run distributed model training and inference example…☆60Updated last month
- A helper library to connect into Amazon SageMaker with AWS Systems Manager and SSH (Secure Shell)☆247Updated last week
- Mistral on AWS examples for Bedrock & SageMaker☆73Updated this week
- ☆97Updated 3 weeks ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆18Updated 2 weeks ago
- This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It …☆44Updated last month
- ☆41Updated 2 months ago
- A generative AI-powered framework for testing virtual agents.☆263Updated 3 months ago
- This repository aims to showcase how to finetune a FM model in Amazon EKS cluster using, JupyterHub to provision notebooks and craft both…☆45Updated 3 weeks ago
- A curated list of references for Amazon SageMaker☆170Updated last year
- Some crazy experiments☆34Updated 5 months ago
- Amazon Bedrock Foundation models with Amazon Opensearch Serverless as a Vector DB☆195Updated 3 weeks ago
- ☆137Updated last month
- Secure and scalable MLOps platform on AWS using Terraform.☆41Updated 3 months ago
- Repository for training and deploying Generative AI models, including text-text, text-to-image generation and prompt engineering playgrou…☆151Updated this week
- ☆27Updated last week
- Build complex, serverless, and highly scalable generative AI applications with prompt chaining.☆290Updated last week
- ☆54Updated 2 weeks ago
- Generative AI Application Builder on AWS facilitates the development, rapid experimentation, and deployment of generative artificial inte…☆248Updated 2 weeks ago
- A Python framework for multi-modal document understanding with Amazon Bedrock☆94Updated 3 weeks ago
- Unlocking Creativity: Generative AI with SageMaker Jumpstart☆34Updated 2 years ago
- Samples to build Generative AI applications with LangChain and Amazon Kendra☆162Updated 3 months ago
- ☆18Updated last year
- ☆59Updated 2 weeks ago